Data through May 17, 202610d lag
Bollinger's Dormant Regime Signals Urgent Need for Strategic Realignment
Bollinger remains in a dormant regime with high stability at 95.7% [92.9, 97.8], indicating entrenched stagnation in French search interest. Despite recent initiatives like the Special Cuvée 007 Limited Edition, the brand's alpha score of 0.29 shows it is losing ground to competitors. This persistent dormancy, coupled with moderate momentum, suggests that Bollinger's current strategies are insufficient to capture market attention.
Key Tactics
Media Response
Hold current media mix: stability is high and the regime is not shifting. Rebalancing now risks disrupting what is working.
Demand Reading
Demand pressure is stable: the brand is entrenched in a dormant regime with moderate momentum. No immediate signal to prompt a pricing review.
Attribution
Lack of differentiation in marketing strategy(medium confidence)
Recommendation
Hold or Exit
Risk
Stable: dormant. Current evidence suggests brand energy is established and unlikely to shift without a material trigger. Seasonal context has been adjusted for the Champagne calendar. Analyst note: persistence=96%, confidence=99%, topology=k=2 (adaptive bayesian fallback).
Commercial Timing
Demand conditions are mixed - pricing action carries elevated risk and requires careful judgment.
Desirability trend with regime transitions· Attention: France
Smoothed equity signal (EMA 8 weeks)
Falling (-24.5% / 12w)
Desirability Index
Below-average desirability. Attention needed.
Desirability fading. Reassess positioning.
as of May 20, 2026
Momentum Score
Last monthSteady state. Maintain current strategy.
Desirability is surging. Capture the window.
Rank 9 of 13 brands
Based on last 4 weeks · as of May 17, 2026
Alpha Score
Last monthSignificantly underperforming the category, brand is at risk.
Underperforming category. Losing 71% relative ground.
Based on last 4 weeks of velocity data
Attention share and momentum softmax share are comparative metrics and should be read against peer brands, not standalone.
Open Compare ViewThree lenses: clarity, direction, staying power
Signal Clarity
NormalSignal adequate -- hedge position sizing on tactical shifts.
Trend Direction
→ NeutralConviction
No clear directional signal -- maintain current course.
Trend Sustainability
FatiguingMonitor closely -- begin contingency planning for reversal.
Signal may re-form at lower volume - watch for early validation before scaling.
Most likely transition: emerging (1% probability)
Transition Probabilities
Signals aligned
Momentum and category performance are broadly consistent. No significant divergence detected between signals.
Brand vs Category (Last month)
Signal Readings
Critical moments that shifted the brand's trajectory, based on the latent (denoised) signal
Trend rate changed by -16.24% (structural, 6w check)
Rationale Signals
unknown(low)
Trend rate changed by -11.89% (structural, 6w check)
Rationale Signals
unknown(low)
Trend rate changed by +11.84% (structural, 6w check)
Rationale Signals
unknown(low)
Trend rate changed by +7.85% (structural, 6w check)
Rationale Signals
unknown(low)
Trend rate changed by -7.63% (structural, 6w check)
Rationale Signals
unknown(low)
Seasonal timing is tracking baseline.
As of May 20, 2026
Status
On TimePhase Shift
0 weeks
Baseline Start
Week 2
Jan 5 - Jan 11
Current Year Start
Week 2
Jan 5 - Jan 11
Phase Shift Map
52-week baseline vs current year
No clear timing arbitrage window versus baseline.
Anticipation: no material timing shift expected versus normal seasonality.
Seasonal timing is within expected range (shift=0 weeks, z=1.9816707423697544).
LLM Interpretation
Insufficient data to determine dynamic seasonal timing shifts for Bollinger.
Recurring seasonal lifts and troughs with rationales
Window: Dec 6 – Dec 20
Christmas gifting and celebrations
Window: Feb 15 – Mar 1
Recurring seasonal trough / post-peak normalization
Current week seasonal lift/drag relative to baseline